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researcher

Davis W. Blalock

9 papers hereh-index 111.9k citations20 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author2
  • last author2

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.PF2
  • cs.CL1
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedBolt: Accelerated Data Mining with Fast Vector Compression

22 citations · 24 across the 4 of their papers we have counts for

collaborators
Showing cs.CLShow all

1 paper · 1 filter

cs.CL2023

Dynamic Masking Rate Schedules for MLM Pretraining

Zachary Ankner, Naomi Saphra, Davis Blalock +2

Most works on transformers trained with the Masked Language Modeling (MLM) objective use the original BERT model's fixed masking rate of 15%. We propose to instead dynamically sche…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.